{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "290c0c90",
   "metadata": {},
   "source": [
    "# 2. Fundamentals\n",
    "\n",
    "- Variables and Identifier\n",
    "- Basic Data Types\n",
    "- Input and Output\n",
    "- Type Casting\n",
    "- Python Statements"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e243b0e3",
   "metadata": {},
   "source": [
    "## 2.1 Variables\n",
    "\n",
    "A label for represent values/data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1d390dd8",
   "metadata": {},
   "source": [
    "## 2.2 Identifier\n",
    "\n",
    "Identifier is the name given to entities like classes,functions,variables etc.\n",
    "\n",
    "Rules for writing identifiers:\n",
    "1. can be a combination of letters `(a-z,A-Z)` or digits `(0-9)` or an underscore`(_）`\n",
    "2. cannot start with a digit\n",
    "3. cannot use Inbuilt Keywords as identifier"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2109a25e",
   "metadata": {},
   "source": [
    "获取python内置的关键字"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6ac3e951",
   "metadata": {},
   "source": [
    "import keyword\n",
    "key_words = keyword.kwlist\n",
    "print(key_words)\n",
    "print(len(key_words))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "da35fa06",
   "metadata": {},
   "source": [
    "## 2.3 Basic Data Types\n",
    "- int\n",
    "- float\n",
    "- string\n",
    "- Boolean\n",
    "- None"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a59c62a4",
   "metadata": {},
   "source": [
    "Numbers\n",
    "- integers\n",
    "- floating point numbers\n",
    "- complex numbers"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7207d52f",
   "metadata": {},
   "source": [
    "```\n",
    "num_int = 5\n",
    "print(type(num_int))   # <class 'int'>\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ae8acaef",
   "metadata": {},
   "source": [
    "num_float = 3.14\n",
    "print(type(num_f))  # <class 'float'>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9c1443fb",
   "metadata": {},
   "source": [
    "my_complex = 1 + 2j\n",
    "print(type(my_c))  # <class 'complex'>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eada6e61",
   "metadata": {},
   "source": [
    "my_bool = True\n",
    "print(type(my_bool))  # <class 'bool'>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f8dbffeb",
   "metadata": {},
   "source": [
    "my_none = None\n",
    "print(type(my_none))  # <class 'NoneType'>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b5ae3dfb",
   "metadata": {},
   "source": [
    "my_str = \"Python\"\n",
    "print(type(my_str))  # <class 'str'>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "34c92a63",
   "metadata": {},
   "source": [
    "## 2.4 Input\n",
    "\n",
    "`input()`: always returns a str value"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c3b65e6c",
   "metadata": {},
   "source": [
    "name = input(\"Enter your name: \")\n",
    "\n",
    "print(type(name))  # <class 'str'>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b9b67db9",
   "metadata": {},
   "source": [
    "## 2.5 Output Formatting\n",
    "`format()`"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e3173106",
   "metadata": {},
   "source": [
    "- default"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "467894c2",
   "metadata": {},
   "source": [
    "a = 10\n",
    "b = 20\n",
    "msg = \"The value of a is {} and b is {}\"\n",
    "\n",
    "print(msg.format(a, b))  # The value of a is 10 and b is 20"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1fc64d13",
   "metadata": {},
   "source": [
    "- specify the position of arguments"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ad330a94",
   "metadata": {},
   "source": [
    "a = 10\n",
    "b = 20\n",
    "msg = \"The value of a is {1} and b is {0}\"\n",
    "\n",
    "print(msg.format(a, b))  # The value of a is 20 and b is 10"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5a224d67",
   "metadata": {},
   "source": [
    "- specify the argument name"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "69788f92",
   "metadata": {},
   "source": [
    "name = \"Hogwarts\"\n",
    "greetings = \"Good Good Study\"\n",
    "\n",
    "print(\"Hello {n}, {g}\".format(n=name, g=greetings))  # Hello Hogwarts, Good Good Study"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4b72f0da",
   "metadata": {},
   "source": [
    "## 2.5 Type Casting\n",
    "converts one datatype to another"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2075e268",
   "metadata": {},
   "source": [
    "num = \"8\"\n",
    "print(type(num), id(num))  # <class 'str'> 2680615421744\n",
    "\n",
    "num = int(num)\n",
    "print(type(num), id(num))  # <class 'int'> 140718799837056"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0edd091f",
   "metadata": {},
   "source": [
    "age = int(input(\"Enter your age: \"))\n",
    "print(type(age))  # <class 'int'>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9e7b280e",
   "metadata": {},
   "source": [
    "## 2.6 Python Statements\n",
    "Instructions that a Python interpreter can execute are called statements."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1610e4e3",
   "metadata": {},
   "source": [
    "- single line statement"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3765b77b",
   "metadata": {},
   "source": [
    "num_single = 1 + 2 + 3\n",
    "print(num_single)  # 6"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d81ecc84",
   "metadata": {},
   "source": [
    "- Multi-Line Statement"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6340705a",
   "metadata": {},
   "source": [
    "num_multi = 1 + 2 + 3 + \\\n",
    "    4 + 5 + 6 + \\\n",
    "    7\n",
    "print(num_multi)  # 28"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ff3200df",
   "metadata": {},
   "source": [
    "## 2.7 Expressions\n",
    "\n",
    "Combination of Operands and Operators.\n",
    "\n",
    "示例: `2*y+5`， 其中Operands是: `2, y, 5`，Operators是: `* , +`"
   ]
  },
  {
   "attachments": {
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"
    }
   },
   "cell_type": "markdown",
   "id": "4a103e75",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3209fcd9",
   "metadata": {},
   "source": [
    "Operators(26)ACLBAS\n",
    "- arithmetic operators(7): `+,-,*,/,%,//,**`\n",
    "- comparison operators(6)：`==,!=,>,>=,<,<=`\n",
    "- logical operators(3)：`and, or, not`\n",
    "- bitwise operators(3)：`&, |, ^`\n",
    "- assignment operators(5)：`=, +=, -=, *=, /=`\n",
    "- special operators(2)：`in, is, is not`"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "801a2a36",
   "metadata": {},
   "source": [
    "### 2.7.1 Arithmetic\n",
    "\n",
    "`+,-,*,/,%,//,**`"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8d636418",
   "metadata": {},
   "source": [
    "a = 12\n",
    "b = 3\n",
    "c = 5"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f4a50f0e",
   "metadata": {},
   "source": [
    "op_add = a + b\n",
    "print(\"a+b={}\".format(op_add))  # a+b=15"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c20ee781",
   "metadata": {},
   "source": [
    "op_sub = a - b\n",
    "print(\"a-b={}\".format(op_sub))  # a-b=9"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0964c96e",
   "metadata": {},
   "source": [
    "op_mul = a * b\n",
    "print(\"a-b={}\".format(op_mul))  # a-b=36"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "39b8684c",
   "metadata": {},
   "source": [
    "op_div = a / b\n",
    "print(\"a/b={}\".format(op_div))  # a/b=4.0   注意结果是浮点数"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "371bdfd7",
   "metadata": {},
   "source": [
    "op_mod = a % c\n",
    "print(\"a%c={}\".format(op_mod))  # a%c=2"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5fc58567",
   "metadata": {},
   "source": [
    "op_floor_div = a // c\n",
    "print(\"a//c={}\".format(op_floor_div))  # a//c=2    也叫地板除，相当于math.floor()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a27c8a18",
   "metadata": {},
   "source": [
    "op_exp = a ** b\n",
    "print(\"a**b={}\".format(op_exp))  # a**b=1728"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b8eb3b7",
   "metadata": {},
   "source": [
    "### 2.7.2 Comparison \n",
    "比较运算符，比较的是equality，变量的值是否相等。\n",
    "\n",
    "`==,!=,>,>=,<,<=`"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "116b9d6d",
   "metadata": {},
   "source": [
    "a = 12\n",
    "b = 3\n",
    "c = 3"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bd95881e",
   "metadata": {},
   "source": [
    "print(b == c)  # True\n",
    "print(a == b)  # False"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "976dbbec",
   "metadata": {},
   "source": [
    "print(a != b)  # True\n",
    "print(b != c)  # False"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "deb2fbfd",
   "metadata": {},
   "source": [
    "print(a > b)  # True\n",
    "print(b > c)  # False"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d501dcb7",
   "metadata": {},
   "source": [
    "print(b >= c)  # True\n",
    "print(a >= b)  # True"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed6889be",
   "metadata": {},
   "source": [
    "print(b < a)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a42e2f39",
   "metadata": {},
   "source": [
    "print(b <= a)  # True\n",
    "print(b <= c)  # True"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "af7c9e8f",
   "metadata": {},
   "source": [
    "### 2.7.3 Logical\n",
    " `and, or, not`\n",
    " - and: return True when both the conditions are True, otherwise False"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dfa86fe6",
   "metadata": {},
   "source": [
    "| condition 1 | operator | condition 2 | result |\n",
    "| ----------- | -------- | ----------- | ------ |\n",
    "| True        | and      | True        | True   |\n",
    "| True        | and      | False       | False  |\n",
    "| False       | and      | True        | False  |\n",
    "| False       | and      | False       | False  |\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "048cdd51",
   "metadata": {},
   "source": [
    "print(True and True)  # True\n",
    "print(True and False)  # False\n",
    "print(False and True)  # False\n",
    "print(False and False)  # False"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3b8794e2",
   "metadata": {},
   "source": [
    "print((10>5) and (10>6))\n",
    "print((10>5) and (10<6))\n",
    "print((10<5) and (10>6))\n",
    "print((10<5) and (10<6))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "773458e3",
   "metadata": {},
   "source": [
    "- or : return True when one of the conditions is True, False if both the conditons are False"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2e93c5f3",
   "metadata": {},
   "source": [
    "| condition 1 | operator | condition 2 | result |\n",
    "| ----------- | -------- | ----------- | ------ |\n",
    "| True        | or       | True        | True   |\n",
    "| True        | or       | False       | True   |\n",
    "| False       | or       | True        | True   |\n",
    "| False       | or       | False       | False  |\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4a720957",
   "metadata": {},
   "outputs": [],
   "source": [
    "print(True and True)  # True\n",
    "print(True and False)  # True\n",
    "print(False and False)  # True\n",
    "print(False and False)  # False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "77005d69",
   "metadata": {},
   "outputs": [],
   "source": [
    "print((10>5) or (10>6))\n",
    "print((10>5) or (10<6))\n",
    "print((10<5) or (10>6))\n",
    "print((10<5) or (10<6))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bf968bb7",
   "metadata": {},
   "source": [
    " - not: return Negation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f2ea0912",
   "metadata": {},
   "source": [
    "print(not True)  # False\n",
    "print(not False)    # True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "eb893776",
   "metadata": {},
   "outputs": [],
   "source": [
    "print(not 10>5)  # False\n",
    "print(not 10<5)  # True\n",
    "print(not (10>5 and 10<6))  # True"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53593aac",
   "metadata": {},
   "source": [
    "### 2.7.4  Bitwise\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2ead7f15",
   "metadata": {},
   "source": [
    "位运算：`&, |, ^`\n",
    "\n",
    "bin():可以返回10进制数字的二进制形式\n",
    "\n",
    "- bitwise and (&)\n",
    "\n",
    "return 1 only if 1-1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "97c30dfb",
   "metadata": {},
   "source": [
    "| condition 1 | operator | condition 2 | result |\n",
    "| ----------- | -------- | ----------- | ------ |\n",
    "| 0           | &        | 0           | 0      |\n",
    "| 1           | &        | 0           | 0      |\n",
    "| 0           | &        | 1           | 0      |\n",
    "| 1           | &        | 1           | 1      |"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9436ec12",
   "metadata": {},
   "source": [
    "```python\n",
    "print(bin(9), bin(3))  # 0b1010 0b100\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1a33d316",
   "metadata": {},
   "source": [
    "print(9 & 3)  # 1, 因为1001 & 0011的二进制结果是0001，所以是1\n",
    "print(int(\"0b0001\", 2))  # 1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7eab96e3",
   "metadata": {},
   "source": [
    "- bitwise or (|)\n",
    "\n",
    "return 1 if 1 appears, e.g:1-0,0-1,1-1.\n",
    "\n",
    "U1S1：有1说1，但凡其中有1结果就是1。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6496f24f",
   "metadata": {},
   "source": [
    "| condition 1 | operator | condition 2 | result |\n",
    "| ----------- | -------- | ----------- | ------ |\n",
    "| 0           | \\|       | 0           | 0      |\n",
    "| 1           | \\|       | 0           | 1      |\n",
    "| 0           | \\|       | 1           | 1      |\n",
    "| 1           | \\|       | 1           | 1      |"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "33945d47",
   "metadata": {},
   "source": [
    "print(9 | 3)  # 11, 因为1001 & 0011的二进制结果是0b1011，所以是11\n",
    "print(int(\"0b1011\", 2))  # 11"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "46a7548e",
   "metadata": {},
   "source": [
    "- bitwise not: xor (^)\n",
    "\n",
    "return 1 only when 1 with 0"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f601e255",
   "metadata": {},
   "source": [
    "\n",
    "| condition 1 | operator | condition 2 | result |\n",
    "| ----------- | -------- | ----------- | ------ |\n",
    "| 0           | ^        | 0           | 0      |\n",
    "| 1           | ^        | 0           | 1      |\n",
    "| 0           | ^        | 1           | 1      |\n",
    "| 1           | ^        | 1           | 0      |\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0a3cd446",
   "metadata": {},
   "source": [
    "print(9 ^ 3) # 10, 因为1001 & 0011的二进制结果是0b1010，所以是10\n",
    "print(int(\"0b1010\", 2))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b22b6aa",
   "metadata": {},
   "source": [
    "### 2.7.5  Assignment \n",
    "\n",
    "`=, +=, -=, *=, /=`"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "99aefde3",
   "metadata": {},
   "source": [
    "- Single Assignment"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "30d4c213",
   "metadata": {},
   "source": [
    "a = 1\n",
    "b *= 2\n",
    "\n",
    "print(a, b)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "61e85eea",
   "metadata": {},
   "source": [
    "- Multiple Assignment"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c7b81013",
   "metadata": {},
   "source": [
    "a, b, c = \"Python\", 2, 3.14\n",
    "print(a, b, c)  # Python 2 3.14"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4342fe3d",
   "metadata": {},
   "source": [
    "a = b = c = 99\n",
    "print(a, b, c)  # 99 99 99"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4e6f35c9",
   "metadata": {},
   "source": [
    "### 2.7.6  Special \n",
    "\n",
    "- Membership Operator\n",
    "    - in\n",
    "    - not in \n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ef0e6653",
   "metadata": {},
   "source": [
    "print('python' in \"Hogwarts Python\")  # True\n",
    "\n",
    "print('Java' not in \"Hogwarts Python\")  # True\n",
    "\n",
    "print(1 in [1, 2, 3])  # True\n",
    "\n",
    "print(0 not in [1, 2, 3])  # True"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6b971757",
   "metadata": {},
   "source": [
    "- Identity Operator\n",
    "    - is\n",
    "    - is not\n",
    "\n",
    "比较的是location，两个变量的内存地址是否一致。\n",
    "\n",
    "id():get the location from the memory"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fdf2f399",
   "metadata": {},
   "source": [
    "n1 = 5000\n",
    "\n",
    "n2 = 5000"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ff0b9bb4",
   "metadata": {},
   "source": [
    "print(id(n1), id(n2))\n",
    "\n",
    "print(n1 is n2)  # False\n",
    "\n",
    "print(n1 == n2)  # True"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f5d194f1",
   "metadata": {},
   "source": [
    "## 2.8. Control Flow"
   ]
  },
  {
   "attachments": {
    "image.png": {
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"
    }
   },
   "cell_type": "markdown",
   "id": "fe283d70",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e9f99b17",
   "metadata": {},
   "source": [
    "### 2.8.1 Conditional Statement"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "14151eeb",
   "metadata": {},
   "source": [
    " Indentation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "545a3f69",
   "metadata": {},
   "source": [
    "Nested IF ELSE"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9d9796bd",
   "metadata": {},
   "source": [
    "### 2.8.2 Loop"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "55ad77cb",
   "metadata": {},
   "source": [
    "- While Loop\n",
    "\n",
    "1. Initialization of a variable\n",
    "2. stop condition\n",
    "3. updation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "075c6227",
   "metadata": {},
   "source": [
    "```python\n",
    "while (test_expression):\n",
    "    body of while\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2089f8ab",
   "metadata": {},
   "source": [
    "Question: print num 1~5\n",
    "\n",
    "BAD WAY\n",
    "```python\n",
    "print(1)\n",
    "print(2)\n",
    "print(3)\n",
    "print(4)\n",
    "print(5)\n",
    "```\n",
    "\n",
    "GOOD WAY\n",
    "```python\n",
    "# Initialization of a variable\n",
    "i = 1\n",
    "\n",
    "# stop condition\n",
    "while (i<=5):\n",
    "    # body of while\n",
    "    print(i)\n",
    "    \n",
    "    # updation\n",
    "    i += 1\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8800c3ff",
   "metadata": {},
   "source": [
    "- For loop"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3bf7288c",
   "metadata": {},
   "source": [
    "```python\n",
    "for i in range(1, 10):\n",
    "    print(i, end=\" \")\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6dafaf6e",
   "metadata": {},
   "source": [
    "**Question 1: Pattern Printing**\n",
    "\n",
    "Input: n = 5\n",
    "\n",
    "output:\n",
    "```\n",
    "*\n",
    "**\n",
    "***\n",
    "****\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "891c736a",
   "metadata": {},
   "source": [
    "```python\n",
    "for i in range(5):\n",
    "    print(\"*\"*i, end=\"\\n\")\n",
    "    \n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5800fabb",
   "metadata": {},
   "source": [
    "**Question 2: Calculate the Sum**\n",
    "\n",
    "Given a variable,calculate the sum of first n numbers.\n",
    "\n",
    "e.g: n=5, 1+2+3+4+5 = 15\n",
    "\n",
    "e.g: n=3, 1+2+3 = 6"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b3f5f529",
   "metadata": {},
   "source": [
    "```python\n",
    "n = 5\n",
    "s = 0\n",
    "\n",
    "for i in range(1, n+1):\n",
    "    s += i\n",
    "print(\"The sum of first {} numbers is {}\".format(n, s))\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f8960111",
   "metadata": {},
   "source": [
    "**Question 3: Prime Numbers**\n",
    "\n",
    "Given a variable n, find if n is a prime number or not.\n",
    "\n",
    "Prime Number: a number having only 2 factors, 1 and the number itsself."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "id": "90151ed3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number 13 is a prime number.\n"
     ]
    }
   ],
   "source": [
    "n = 13\n",
    "is_prime = True\n",
    "\n",
    "for i in range(2, n):\n",
    "    if(n % i == 0):\n",
    "        is_prime = False\n",
    "\n",
    "if(is_prime):\n",
    "    print(\"Number {} is a prime number.\".format(n))\n",
    "else:\n",
    "    print(\"Number {} is not a prime number.format(n)\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f9877cf2",
   "metadata": {},
   "source": [
    "### 2.8.3 Break Continue Pass"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "78764f38",
   "metadata": {},
   "source": [
    "`break` and `continue` can be used to alter the normal flow of a loop.\n",
    "\n",
    "- `break`: used to exit all coming iterations in a loop.\n",
    "- `continue`: it just skips the current iteration and moves to the next iteration.\n",
    "- `pass`: if you wants to keep a block as empty."
   ]
  },
  {
   "attachments": {
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"
    }
   },
   "cell_type": "markdown",
   "id": "5f65c123",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "79836e82",
   "metadata": {},
   "source": [
    "- break"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c048dc52",
   "metadata": {},
   "source": [
    "```python\n",
    "# Stop printing after got 4.\n",
    "\n",
    "for i in range(1, 11):\n",
    "    if(i == 4):\n",
    "        break \n",
    "    print(i, end=\" \")  \n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ceaab6ae",
   "metadata": {},
   "source": [
    "- continue"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "17be857d",
   "metadata": {},
   "source": [
    "```python\n",
    "# I don't want to see 4 .\n",
    "\n",
    "for i in range(1, 11):\n",
    "    if(i == 4):\n",
    "        continue\n",
    "    print(i, end=\" \")\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb7845e0",
   "metadata": {},
   "source": [
    "- pass"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "475861a1",
   "metadata": {},
   "source": [
    "```python\n",
    "# wait for some good idea.\n",
    "\n",
    "if(True):\n",
    "    pass\n",
    "```"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
